Dataset Versions

v15

2023-08-13 9:49am

Generated on Aug 13, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 81%
1260Images
Valid Set 15%
235Images
Test Set 4%
69Images

Preprocessing

Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -11% and +11%
Mosaic: Applied

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